Advancing Active Shooter Evacuation Systems in the Built Environment: A Systematic Review and Future Directions

Article Preview

Abstract:

Active shooter emergencies represent one of the most critical threats within the built environment. While numerous studies have aimed to enhance evacuation effectiveness, a comprehensive synthesis of existing research on evacuation systems for active shooter scenarios remains limited. This paper presents a systematic literature review of such studies, revealing that 1) current evacuation simulation systems lack real-time route optimization and rely on oversimplified floor plans, 2) evacuation facilitation systems overlook critical data such as shooter location and movement, and 3) evacuation training systems fail to offer scenario-specific guidance within actual building layouts. Based on these findings, this study outlines future research directions, including the development of IoT-enabled systems for real-time data sharing, advanced simulation models using detailed building spatial data, evacuation facilitation systems informed by active shooter dynamics, and training systems grounded in real-world building spatial data. These directions advance the understanding of active shooter evacuation by enhancing simulations, support systems, and training, ultimately helping reduce casualties in built environments.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

117-125

Citation:

Online since:

February 2026

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2026 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] GOV.UK, Marauding Terrorist Attack (MTA): RUN. HIDE. TELL., Https://Www.Gov.Uk/Government/Publications/Crowded-Places-Guidance/Marauding-Terrorist-Attack-Mta-Run-Hide-Tell (2022).

DOI: 10.1016/j.ijdrr.2021.102278

Google Scholar

[2] L. Lindekilde, J. Pearce, D. Parker, B. Rogers, "Run, Hide, Tell" or "Run, Hide, Fight"? The impact of diverse public guidance about marauding terrorist firearms attacks on behavioral intentions during a scenario-based experiment in the United Kingdom and Denmark, International Journal of Disaster Risk Reduction 60 (2021) 102278.

DOI: 10.1016/j.ijdrr.2021.102278

Google Scholar

[3] J.M. Pearce, L. Lindekilde, D. Parker, M.B. Rogers, Communicating with the Public About Marauding Terrorist Firearms Attacks: Results from a Survey Experiment on Factors Influencing Intention to " Run, Hide, Tell " in the United Kingdom and Denmark, Risk Analysis 39 (2019) 1675–1694.

DOI: 10.1111/risa.13301

Google Scholar

[4] U.S. Department of Justice Federal Bureau of Investigation (FBI), Active Shooter Event Quick Reference Guide, File:///C:/Users/Jongy/Downloads/Active%20Shooter%20Event%20Quick%20Reference%20Guide_2015.Pdf (2015).

Google Scholar

[5] National Center for Education Statistics. Condition of Education. U.S. Department of Education, Institute of Education Sciences, Violent Deaths at School and Away From School, and Active Shooter Incidents, Https://Nces.Ed.Gov/Programs/Coe/Indicator/A01 (2024).

Google Scholar

[6] A.M.T. Thomé, L.F. Scavarda, A.J. Scavarda, Conducting systematic literature review in operations management, Production Planning & Control 27 (2016) 408–420.

DOI: 10.1080/09537287.2015.1129464

Google Scholar

[7] T. Tsunemine, E. Kadokawa, Y. Ueda, J. Fukumoto, T. Wada, K. Ohtsuki, H. Okada, Emergency Urgent Communications for Searching Evacuation Route in a Local Disaster, in: 5th IEEE Consumer Communications and Networking Conference, 2008: p.1196–1200.

DOI: 10.1109/ccnc08.2007.267

Google Scholar

[8] C. Arteaga, J.W. Park, Building design and its effect on evacuation efficiency and casualty levels during an indoor active shooter incident, Saf Sci 127 (2020).

DOI: 10.1016/j.ssci.2020.104692

Google Scholar

[9] Z.Y. Li, M. Tang, D. Liang, Z. Zhao, Numerical Simulation of Evacuation in a Subway Station, in: Procedia Eng, Elsevier Ltd, 2016: p.616–621. https://doi.org/10.1016/j.proeng. 2016.01.126.

DOI: 10.1016/j.proeng.2016.01.126

Google Scholar

[10] C. Cho, J.W. Park, S. Sakhakarmi, Emergency response: Effect of human detection resolution on risks during indoor mass shooting events, Saf Sci 114 (2019) 160–170.

DOI: 10.1016/j.ssci.2019.01.021

Google Scholar

[11] S. Sharma, J. Stigall, S.T. Bodempudi, Situational Awareness-based Augmented Reality Instructional (ARI) Module for Building Evacuation, in: 2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), Conference Publishing Services, IEEE Computer Society, 2020.

DOI: 10.1109/vrw50115.2020.00020

Google Scholar

[12] J. Lavalle-Rivera, A. Ramesh, L.M. Harris, S. Chakraborty, The effectiveness of naive optimization of the egress path for an active-shooter scenario, Heliyon 9 (2023).

DOI: 10.1016/j.heliyon.2023.e13695

Google Scholar

[13] P. Lu, D. Chen, Y. Li, X. Wang, S. Yu, Agent-Based Model of Mass Campus Shooting: Comparing Hiding and Moving of Civilians, IEEE Trans Comput Soc Syst 10 (2023) 994–1003.

DOI: 10.1109/TCSS.2022.3146966

Google Scholar

[14] S. Datta, A.H. Behzadan, Modeling and simulation of large crowd evacuation in hazard-impacted environments, Advances in Computational Design 4 (2019) 91–118.

Google Scholar

[15] J.Y. Lee, K. Ostrowski, AGENT-BASED MODELING FOR CASUALTY RATE ASSESSMENT OF LARGE EVENT ACTIVE SHOOTER INCIDENTS, in: Proceedings of the 2018 Winter Simulation Conference, Institute of Electrical and Electronics Engineers, 2018: p.2737–2746.

DOI: 10.1109/wsc.2018.8632535

Google Scholar

[16] S. Sharma, R.R. Pesaladinne, Spatial Analysis and Visual Communication of Emergency Information through Augmented Reality, Journal of Imaging Science and Technology 67 (2023).

DOI: 10.2352/J.ImagingSci.Technol.2023.67.6.060401

Google Scholar

[17] R. Liu, R. Zhu, B. Becerik-Gerber, G.M. Lucas, E.G. Southers, Be prepared: How training and emergency type affect evacuation behaviour, J Comput Assist Learn 39 (2023) 1493–1509.

DOI: 10.1111/jcal.12812

Google Scholar